Intervention target estimation in the presence of latent variables.
Burak VariciKarthikeyan ShanmugamPrasanna SattigeriAli TajerPublished in: UAI (2022)
Keyphrases
- latent variables
- probabilistic model
- latent variable models
- random variables
- hierarchical model
- prior knowledge
- gaussian process
- posterior distribution
- variational bayes
- observed variables
- approximate inference
- structured prediction
- topic models
- max margin
- structural svms
- parameter estimation
- real valued
- latent space
- data mining
- language model
- graphical models
- factor graphs
- structural svm